From the retina to action: Predictive processing in the visual system

Victor Boutin, Angelo Franciosini and Laurent Perrinet

HDR Robin Baurès, 25/3/2019

LP (2015) "Sparse models" in Biologically Inspired Computer Vision

Ravello, LP, Escobar, Palacios (2019) Scientific Reports

Ravello, LP, Escobar, Palacios (2019) Scientific Reports

Ravello, LP, Escobar, Palacios (2019) Scientific Reports

Ravello, LP, Escobar, Palacios (2019) Scientific Reports

LP (2015) "Sparse models" in Biologically Inspired Computer Vision

Kremkow, LP, Monier, Alonso, Aertsen, Fregnac, Masson (2016) Push-pull receptive field organization and synaptic depression: Mechanisms for reliably encoding naturalistic stimuli in V1

Kremkow, LP, Monier, Alonso, Aertsen, Fregnac, Masson (2016) Push-pull receptive field organization and synaptic depression: Mechanisms for reliably encoding naturalistic stimuli in V1

Kremkow, LP, Monier, Alonso, Aertsen, Fregnac, Masson (2016) Push-pull receptive field organization and synaptic depression: Mechanisms for reliably encoding naturalistic stimuli in V1

Kremkow, LP, Monier, Alonso, Aertsen, Fregnac, Masson (2016) Push-pull receptive field organization and synaptic depression: Mechanisms for reliably encoding naturalistic stimuli in V1
LP (2015) "Sparse models" in Biologically Inspired Computer Vision

Olshausen and Field (1997) Sparse coding with an overcomplete basis set: A strategy employed by V1?

Olshausen and Field (1997) Sparse coding with an overcomplete basis set: A strategy employed by V1?

Olshausen and Field (1997) Sparse coding with an overcomplete basis set: A strategy employed by V1?

Outline

  1. Retina, Sparse coding and unsupervised learning
  2. A model of Sparse Deep Predictive Coding

  3. Emergence of mid-level features

Boutin, Franciosini, LP (2019) submitted

Outline

  1. Retina, Sparse coding and unsupervised learning
  2. A model of Sparse Deep Predictive Coding
  3. Emergence of mid-level features

(from http://cs231n.github.io/convolutional-networks/)

From the retina to action: Predictive processing in the visual system

Victor Boutin, Angelo Franciosini and Laurent Perrinet

HDR Robin Baurès, 25/3/2019


https://laurentperrinet.github.io/2019-03-25_HDR_RobinBaures

Ravello, Escobar, Palacios, LP (2019) in prep

Ravello, Escobar, Palacios, LP (2019) in prep

Ravello, Escobar, Palacios, LP (2019) in prep